Tianyue H. Zhang
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Research topics
Keywords
thompson sampling
(2)
direct preference optimization
(1)
preference optimization
(1)
markov decision process
(1)
posterior distribution
(1)
model-based reinforcement learning
(1)
gaussian priors
(1)
upper confidence bound
(1)
regret bound
(1)
stochastic bandit
(1)
momentum method
(1)
concept bottleneck model
(1)
gradient descent ascent
(1)
episodic reinforcement learning
(1)
lagrange multiplier
(1)
binary cross-entropy
(1)
anti-concentration bound
(1)
differentially private
(1)
pi controller
(1)
stabilization
(1)
Papers
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
ICML 2025
Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret
ICML 2025
On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization
ICML 2024
Optimistic Thompson Sampling-based algorithms for episodic reinforcement learning
UAI 2023